Overview
Brought to you by YData
Dataset statistics
| Number of variables | 20 |
|---|---|
| Number of observations | 6,680 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 2.5 MiB |
| Average record size in memory | 394.3 B |
Variable types
| Numeric | 13 |
|---|---|
| Categorical | 7 |
Reproduction
| Analysis started | 2025-06-30 08:31:32.185029 |
|---|---|
| Analysis finished | 2025-06-30 08:32:34.429545 |
| Duration | 1 minute and 2.24 seconds |
| Software version | ydata-profiling vv4.16.1 |
| Download configuration | config.json |
Variables
Age
Real number (ℝ)
| Distinct | 50 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 44.625749 |
| Minimum | 20 |
|---|---|
| Maximum | 69 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 104.4 KiB |
Quantile statistics
| Minimum | 20 |
|---|---|
| 5-th percentile | 22 |
| Q1 | 32 |
| median | 45 |
| Q3 | 57 |
| 95-th percentile | 67 |
| Maximum | 69 |
| Range | 49 |
| Interquartile range (IQR) | 25 |
Descriptive statistics
| Standard deviation | 14.325345 |
|---|---|
| Coefficient of variation (CV) | 0.32101075 |
| Kurtosis | -1.1830562 |
| Mean | 44.625749 |
| Median Absolute Deviation (MAD) | 12 |
| Skewness | -0.0039307256 |
| Sum | 298100 |
| Variance | 205.21551 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 64 | 163 | 2.4% |
| 66 | 155 | 2.3% |
| 68 | 153 | 2.3% |
| 51 | 153 | 2.3% |
| 54 | 151 | 2.3% |
| 45 | 150 | 2.2% |
| 44 | 149 | 2.2% |
| 40 | 148 | 2.2% |
| 36 | 147 | 2.2% |
| 47 | 146 | 2.2% |
| Other values (40) | 5165 |
| Value | Count | Frequency (%) |
| 20 | 121 | |
| 21 | 126 | |
| 22 | 133 | |
| 23 | 134 | |
| 24 | 127 | |
| 25 | 131 | |
| 26 | 119 | |
| 27 | 137 | |
| 28 | 129 | |
| 29 | 130 |
| Value | Count | Frequency (%) |
| 69 | 116 | |
| 68 | 153 | |
| 67 | 122 | |
| 66 | 155 | |
| 65 | 116 | |
| 64 | 163 | |
| 63 | 133 | |
| 62 | 118 | |
| 61 | 135 | |
| 60 | 116 |
Length
| Max length | 6 |
|---|---|
| Median length | 4 |
| Mean length | 4.9934132 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Female |
|---|---|
| 2nd row | Male |
| 3rd row | Female |
| 4th row | Male |
| 5th row | Female |
Common Values
| Value | Count | Frequency (%) |
| Male | 3362 | |
| Female | 3318 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| male | 3362 | |
| female | 3318 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 9998 | |
| a | 6680 | |
| l | 6680 | |
| M | 3362 | 10.1% |
| F | 3318 | 9.9% |
| m | 3318 | 9.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 33356 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 9998 | |
| a | 6680 | |
| l | 6680 | |
| M | 3362 | 10.1% |
| F | 3318 | 9.9% |
| m | 3318 | 9.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 33356 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 9998 | |
| a | 6680 | |
| l | 6680 | |
| M | 3362 | 10.1% |
| F | 3318 | 9.9% |
| m | 3318 | 9.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 33356 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 9998 | |
| a | 6680 | |
| l | 6680 | |
| M | 3362 | 10.1% |
| F | 3318 | 9.9% |
| m | 3318 | 9.9% |
Ethnicity
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 409.3 KiB |
| Black | |
|---|---|
| White | |
| Hispanic | |
| Asian |
Length
| Max length | 8 |
|---|---|
| Median length | 5 |
| Mean length | 5.7423653 |
| Min length | 5 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | White |
|---|---|
| 2nd row | Asian |
| 3rd row | Black |
| 4th row | Asian |
| 5th row | Asian |
Common Values
| Value | Count | Frequency (%) |
| Black | 1707 | |
| White | 1671 | |
| Hispanic | 1653 | |
| Asian | 1649 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| black | 1707 | |
| white | 1671 | |
| hispanic | 1653 | |
| asian | 1649 |
Most occurring characters
| Value | Count | Frequency (%) |
| i | 6626 | |
| a | 5009 | |
| c | 3360 | |
| s | 3302 | 8.6% |
| n | 3302 | 8.6% |
| B | 1707 | 4.5% |
| l | 1707 | 4.5% |
| k | 1707 | 4.5% |
| W | 1671 | 4.4% |
| h | 1671 | 4.4% |
| Other values (5) | 8297 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 38359 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| i | 6626 | |
| a | 5009 | |
| c | 3360 | |
| s | 3302 | 8.6% |
| n | 3302 | 8.6% |
| B | 1707 | 4.5% |
| l | 1707 | 4.5% |
| k | 1707 | 4.5% |
| W | 1671 | 4.4% |
| h | 1671 | 4.4% |
| Other values (5) | 8297 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 38359 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| i | 6626 | |
| a | 5009 | |
| c | 3360 | |
| s | 3302 | 8.6% |
| n | 3302 | 8.6% |
| B | 1707 | 4.5% |
| l | 1707 | 4.5% |
| k | 1707 | 4.5% |
| W | 1671 | 4.4% |
| h | 1671 | 4.4% |
| Other values (5) | 8297 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 38359 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| i | 6626 | |
| a | 5009 | |
| c | 3360 | |
| s | 3302 | 8.6% |
| n | 3302 | 8.6% |
| B | 1707 | 4.5% |
| l | 1707 | 4.5% |
| k | 1707 | 4.5% |
| W | 1671 | 4.4% |
| h | 1671 | 4.4% |
| Other values (5) | 8297 |
BMI
Real number (ℝ)
| Distinct | 216 |
|---|---|
| Distinct (%) | 3.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 29.549311 |
| Minimum | 18.5 |
|---|---|
| Maximum | 40 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 104.4 KiB |
Quantile statistics
| Minimum | 18.5 |
|---|---|
| 5-th percentile | 19.7 |
| Q1 | 24.3 |
| median | 29.7 |
| Q3 | 34.8 |
| 95-th percentile | 39 |
| Maximum | 40 |
| Range | 21.5 |
| Interquartile range (IQR) | 10.5 |
Descriptive statistics
| Standard deviation | 6.1465145 |
|---|---|
| Coefficient of variation (CV) | 0.20800872 |
| Kurtosis | -1.1685095 |
| Mean | 29.549311 |
| Median Absolute Deviation (MAD) | 5.2 |
| Skewness | -0.051707265 |
| Sum | 197389.4 |
| Variance | 37.77964 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 31.6 | 55 | 0.8% |
| 34.1 | 46 | 0.7% |
| 39.4 | 46 | 0.7% |
| 23.7 | 44 | 0.7% |
| 37.9 | 43 | 0.6% |
| 33.2 | 43 | 0.6% |
| 39.3 | 42 | 0.6% |
| 31.3 | 42 | 0.6% |
| 32.5 | 41 | 0.6% |
| 35.3 | 41 | 0.6% |
| Other values (206) | 6237 |
| Value | Count | Frequency (%) |
| 18.5 | 11 | 0.2% |
| 18.6 | 27 | |
| 18.7 | 24 | |
| 18.8 | 23 | |
| 18.9 | 29 | |
| 19 | 31 | |
| 19.1 | 23 | |
| 19.2 | 26 | |
| 19.3 | 25 | |
| 19.4 | 27 |
| Value | Count | Frequency (%) |
| 40 | 15 | 0.2% |
| 39.9 | 38 | |
| 39.8 | 30 | |
| 39.7 | 32 | |
| 39.6 | 35 | |
| 39.5 | 37 | |
| 39.4 | 46 | |
| 39.3 | 42 | |
| 39.2 | 30 | |
| 39.1 | 28 |
Waist_Circumference
Real number (ℝ)
| Distinct | 501 |
|---|---|
| Distinct (%) | 7.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 94.707305 |
| Minimum | 70 |
|---|---|
| Maximum | 120 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 104.4 KiB |
Quantile statistics
| Minimum | 70 |
|---|---|
| 5-th percentile | 72.495 |
| Q1 | 81.9 |
| median | 94.8 |
| Q3 | 106.8 |
| 95-th percentile | 117.4 |
| Maximum | 120 |
| Range | 50 |
| Interquartile range (IQR) | 24.9 |
Descriptive statistics
| Standard deviation | 14.40515 |
|---|---|
| Coefficient of variation (CV) | 0.15210179 |
| Kurtosis | -1.1985516 |
| Mean | 94.707305 |
| Median Absolute Deviation (MAD) | 12.4 |
| Skewness | 0.024534075 |
| Sum | 632644.8 |
| Variance | 207.50836 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 76.5 | 26 | 0.4% |
| 80.7 | 26 | 0.4% |
| 73.7 | 26 | 0.4% |
| 80.9 | 25 | 0.4% |
| 77.1 | 23 | 0.3% |
| 78.4 | 23 | 0.3% |
| 106.8 | 23 | 0.3% |
| 103 | 23 | 0.3% |
| 88.9 | 23 | 0.3% |
| 84.6 | 23 | 0.3% |
| Other values (491) | 6439 |
| Value | Count | Frequency (%) |
| 70 | 4 | 0.1% |
| 70.1 | 13 | |
| 70.2 | 7 | |
| 70.3 | 11 | |
| 70.4 | 15 | |
| 70.5 | 16 | |
| 70.6 | 12 | |
| 70.7 | 12 | |
| 70.8 | 11 | |
| 70.9 | 14 |
| Value | Count | Frequency (%) |
| 120 | 5 | 0.1% |
| 119.9 | 14 | |
| 119.8 | 9 | |
| 119.7 | 19 | |
| 119.6 | 17 | |
| 119.5 | 17 | |
| 119.4 | 13 | |
| 119.3 | 15 | |
| 119.2 | 10 | |
| 119.1 | 18 |
Fasting_Blood_Glucose
Real number (ℝ)
| Distinct | 1293 |
|---|---|
| Distinct (%) | 19.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 134.67385 |
| Minimum | 70 |
|---|---|
| Maximum | 199.9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 104.4 KiB |
Quantile statistics
| Minimum | 70 |
|---|---|
| 5-th percentile | 76.2 |
| Q1 | 101.6 |
| median | 134.1 |
| Q3 | 167.6 |
| 95-th percentile | 193.8 |
| Maximum | 199.9 |
| Range | 129.9 |
| Interquartile range (IQR) | 66 |
Descriptive statistics
| Standard deviation | 37.862039 |
|---|---|
| Coefficient of variation (CV) | 0.28113877 |
| Kurtosis | -1.2133324 |
| Mean | 134.67385 |
| Median Absolute Deviation (MAD) | 33.1 |
| Skewness | 0.012587966 |
| Sum | 899621.3 |
| Variance | 1433.534 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 190.8 | 14 | 0.2% |
| 84.5 | 13 | 0.2% |
| 73.7 | 12 | 0.2% |
| 131.9 | 12 | 0.2% |
| 178 | 12 | 0.2% |
| 128.5 | 12 | 0.2% |
| 99.9 | 11 | 0.2% |
| 164.1 | 11 | 0.2% |
| 196.3 | 11 | 0.2% |
| 132.1 | 11 | 0.2% |
| Other values (1283) | 6561 |
| Value | Count | Frequency (%) |
| 70 | 2 | < 0.1% |
| 70.1 | 4 | |
| 70.2 | 8 | |
| 70.3 | 4 | |
| 70.4 | 4 | |
| 70.5 | 8 | |
| 70.6 | 7 | |
| 70.7 | 5 | |
| 70.8 | 7 | |
| 70.9 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 199.9 | 5 | |
| 199.8 | 9 | |
| 199.7 | 6 | |
| 199.6 | 4 | |
| 199.5 | 9 | |
| 199.4 | 6 | |
| 199.3 | 4 | |
| 199.2 | 8 | |
| 199.1 | 5 | |
| 199 | 5 |
HbA1c
Real number (ℝ)
| Distinct | 111 |
|---|---|
| Distinct (%) | 1.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.515015 |
| Minimum | 4 |
|---|---|
| Maximum | 15 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 104.4 KiB |
Quantile statistics
| Minimum | 4 |
|---|---|
| 5-th percentile | 4.5 |
| Q1 | 6.8 |
| median | 9.6 |
| Q3 | 12.2 |
| 95-th percentile | 14.4 |
| Maximum | 15 |
| Range | 11 |
| Interquartile range (IQR) | 5.4 |
Descriptive statistics
| Standard deviation | 3.1702551 |
|---|---|
| Coefficient of variation (CV) | 0.33318445 |
| Kurtosis | -1.1954627 |
| Mean | 9.515015 |
| Median Absolute Deviation (MAD) | 2.7 |
| Skewness | -0.013291618 |
| Sum | 63560.3 |
| Variance | 10.050517 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 10.9 | 87 | 1.3% |
| 11.7 | 81 | 1.2% |
| 6.4 | 78 | 1.2% |
| 11.3 | 77 | 1.2% |
| 7.2 | 77 | 1.2% |
| 7.1 | 75 | 1.1% |
| 11.1 | 73 | 1.1% |
| 13.3 | 71 | 1.1% |
| 13.8 | 71 | 1.1% |
| 14.3 | 71 | 1.1% |
| Other values (101) | 5919 |
| Value | Count | Frequency (%) |
| 4 | 41 | |
| 4.1 | 66 | |
| 4.2 | 59 | |
| 4.3 | 59 | |
| 4.4 | 60 | |
| 4.5 | 63 | |
| 4.6 | 51 | |
| 4.7 | 59 | |
| 4.8 | 56 | |
| 4.9 | 66 |
| Value | Count | Frequency (%) |
| 15 | 25 | 0.4% |
| 14.9 | 70 | |
| 14.8 | 66 | |
| 14.7 | 50 | |
| 14.6 | 61 | |
| 14.5 | 55 | |
| 14.4 | 52 | |
| 14.3 | 71 | |
| 14.2 | 54 | |
| 14.1 | 61 |
Blood_Pressure_Systolic
Real number (ℝ)
| Distinct | 90 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 134.15135 |
| Minimum | 90 |
|---|---|
| Maximum | 179 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 104.4 KiB |
Quantile statistics
| Minimum | 90 |
|---|---|
| 5-th percentile | 94 |
| Q1 | 112 |
| median | 134 |
| Q3 | 157 |
| 95-th percentile | 175 |
| Maximum | 179 |
| Range | 89 |
| Interquartile range (IQR) | 45 |
Descriptive statistics
| Standard deviation | 25.952304 |
|---|---|
| Coefficient of variation (CV) | 0.19345541 |
| Kurtosis | -1.2047147 |
| Mean | 134.15135 |
| Median Absolute Deviation (MAD) | 22.5 |
| Skewness | 0.013437745 |
| Sum | 896131 |
| Variance | 673.52208 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 158 | 92 | 1.4% |
| 104 | 90 | 1.3% |
| 125 | 90 | 1.3% |
| 148 | 89 | 1.3% |
| 99 | 86 | 1.3% |
| 112 | 86 | 1.3% |
| 116 | 86 | 1.3% |
| 93 | 85 | 1.3% |
| 146 | 84 | 1.3% |
| 130 | 84 | 1.3% |
| Other values (80) | 5808 |
| Value | Count | Frequency (%) |
| 90 | 54 | |
| 91 | 83 | |
| 92 | 77 | |
| 93 | 85 | |
| 94 | 77 | |
| 95 | 69 | |
| 96 | 68 | |
| 97 | 81 | |
| 98 | 83 | |
| 99 | 86 |
| Value | Count | Frequency (%) |
| 179 | 74 | |
| 178 | 75 | |
| 177 | 66 | |
| 176 | 74 | |
| 175 | 69 | |
| 174 | 79 | |
| 173 | 75 | |
| 172 | 62 | |
| 171 | 73 | |
| 170 | 63 |
Blood_Pressure_Diastolic
Real number (ℝ)
| Distinct | 60 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 89.692216 |
| Minimum | 60 |
|---|---|
| Maximum | 119 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 104.4 KiB |
Quantile statistics
| Minimum | 60 |
|---|---|
| 5-th percentile | 62 |
| Q1 | 75 |
| median | 90 |
| Q3 | 105 |
| 95-th percentile | 117 |
| Maximum | 119 |
| Range | 59 |
| Interquartile range (IQR) | 30 |
Descriptive statistics
| Standard deviation | 17.309151 |
|---|---|
| Coefficient of variation (CV) | 0.19298387 |
| Kurtosis | -1.1983942 |
| Mean | 89.692216 |
| Median Absolute Deviation (MAD) | 15 |
| Skewness | -0.01424509 |
| Sum | 599144 |
| Variance | 299.60671 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 76 | 137 | 2.1% |
| 89 | 129 | 1.9% |
| 92 | 128 | 1.9% |
| 64 | 127 | 1.9% |
| 107 | 124 | 1.9% |
| 112 | 124 | 1.9% |
| 69 | 122 | 1.8% |
| 71 | 121 | 1.8% |
| 113 | 121 | 1.8% |
| 118 | 120 | 1.8% |
| Other values (50) | 5427 |
| Value | Count | Frequency (%) |
| 60 | 117 | |
| 61 | 106 | |
| 62 | 116 | |
| 63 | 96 | |
| 64 | 127 | |
| 65 | 108 | |
| 66 | 93 | |
| 67 | 97 | |
| 68 | 108 | |
| 69 | 122 |
| Value | Count | Frequency (%) |
| 119 | 110 | |
| 118 | 120 | |
| 117 | 107 | |
| 116 | 103 | |
| 115 | 112 | |
| 114 | 113 | |
| 113 | 121 | |
| 112 | 124 | |
| 111 | 111 | |
| 110 | 120 |
Cholesterol_Total
Real number (ℝ)
| Distinct | 1482 |
|---|---|
| Distinct (%) | 22.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 225.12138 |
| Minimum | 150 |
|---|---|
| Maximum | 300 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 104.4 KiB |
Quantile statistics
| Minimum | 150 |
|---|---|
| 5-th percentile | 157.895 |
| Q1 | 187.9 |
| median | 225.6 |
| Q3 | 262.6 |
| 95-th percentile | 291.705 |
| Maximum | 300 |
| Range | 150 |
| Interquartile range (IQR) | 74.7 |
Descriptive statistics
| Standard deviation | 42.947805 |
|---|---|
| Coefficient of variation (CV) | 0.19077622 |
| Kurtosis | -1.195057 |
| Mean | 225.12138 |
| Median Absolute Deviation (MAD) | 37.3 |
| Skewness | -0.010800493 |
| Sum | 1503810.8 |
| Variance | 1844.514 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 280.5 | 15 | 0.2% |
| 191.5 | 14 | 0.2% |
| 171.7 | 12 | 0.2% |
| 245 | 12 | 0.2% |
| 188.1 | 12 | 0.2% |
| 157.2 | 11 | 0.2% |
| 156.6 | 11 | 0.2% |
| 182.1 | 11 | 0.2% |
| 262.6 | 11 | 0.2% |
| 259.3 | 11 | 0.2% |
| Other values (1472) | 6560 |
| Value | Count | Frequency (%) |
| 150 | 4 | |
| 150.1 | 3 | < 0.1% |
| 150.2 | 3 | < 0.1% |
| 150.3 | 8 | |
| 150.4 | 5 | |
| 150.5 | 6 | |
| 150.6 | 4 | |
| 150.7 | 6 | |
| 150.8 | 4 | |
| 150.9 | 5 |
| Value | Count | Frequency (%) |
| 300 | 4 | |
| 299.9 | 1 | < 0.1% |
| 299.8 | 4 | |
| 299.7 | 5 | |
| 299.6 | 5 | |
| 299.5 | 2 | < 0.1% |
| 299.4 | 2 | < 0.1% |
| 299.3 | 8 | |
| 299.2 | 1 | < 0.1% |
| 299.1 | 4 |
Cholesterol_HDL
Real number (ℝ)
| Distinct | 501 |
|---|---|
| Distinct (%) | 7.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 55.021931 |
| Minimum | 30 |
|---|---|
| Maximum | 80 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 104.4 KiB |
Quantile statistics
| Minimum | 30 |
|---|---|
| 5-th percentile | 32.5 |
| Q1 | 42.175 |
| median | 55.2 |
| Q3 | 67.9 |
| 95-th percentile | 77.5 |
| Maximum | 80 |
| Range | 50 |
| Interquartile range (IQR) | 25.725 |
Descriptive statistics
| Standard deviation | 14.564377 |
|---|---|
| Coefficient of variation (CV) | 0.2647013 |
| Kurtosis | -1.2228032 |
| Mean | 55.021931 |
| Median Absolute Deviation (MAD) | 12.9 |
| Skewness | -0.0055440223 |
| Sum | 367546.5 |
| Variance | 212.12107 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 78.9 | 24 | 0.4% |
| 76.3 | 24 | 0.4% |
| 64.7 | 24 | 0.4% |
| 33.1 | 23 | 0.3% |
| 38.4 | 22 | 0.3% |
| 32.5 | 22 | 0.3% |
| 47.3 | 22 | 0.3% |
| 30.5 | 22 | 0.3% |
| 55.6 | 22 | 0.3% |
| 74.8 | 22 | 0.3% |
| Other values (491) | 6453 |
| Value | Count | Frequency (%) |
| 30 | 5 | 0.1% |
| 30.1 | 17 | |
| 30.2 | 21 | |
| 30.3 | 16 | |
| 30.4 | 11 | |
| 30.5 | 22 | |
| 30.6 | 15 | |
| 30.7 | 13 | |
| 30.8 | 17 | |
| 30.9 | 8 | 0.1% |
| Value | Count | Frequency (%) |
| 80 | 4 | 0.1% |
| 79.9 | 12 | |
| 79.8 | 6 | 0.1% |
| 79.7 | 11 | |
| 79.6 | 15 | |
| 79.5 | 19 | |
| 79.4 | 14 | |
| 79.3 | 12 | |
| 79.2 | 12 | |
| 79.1 | 12 |
Cholesterol_LDL
Real number (ℝ)
| Distinct | 1294 |
|---|---|
| Distinct (%) | 19.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 134.20816 |
| Minimum | 70 |
|---|---|
| Maximum | 199.9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 104.4 KiB |
Quantile statistics
| Minimum | 70 |
|---|---|
| 5-th percentile | 76.395 |
| Q1 | 101.3 |
| median | 134.25 |
| Q3 | 166.5 |
| 95-th percentile | 193.5 |
| Maximum | 199.9 |
| Range | 129.9 |
| Interquartile range (IQR) | 65.2 |
Descriptive statistics
| Standard deviation | 37.596195 |
|---|---|
| Coefficient of variation (CV) | 0.28013346 |
| Kurtosis | -1.2105254 |
| Mean | 134.20816 |
| Median Absolute Deviation (MAD) | 32.65 |
| Skewness | 0.017210165 |
| Sum | 896510.5 |
| Variance | 1413.4739 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 93.8 | 15 | 0.2% |
| 104.7 | 13 | 0.2% |
| 76.2 | 13 | 0.2% |
| 99.3 | 12 | 0.2% |
| 176.8 | 12 | 0.2% |
| 104.1 | 12 | 0.2% |
| 85.7 | 12 | 0.2% |
| 111.5 | 12 | 0.2% |
| 169 | 12 | 0.2% |
| 76.8 | 12 | 0.2% |
| Other values (1284) | 6555 |
| Value | Count | Frequency (%) |
| 70 | 4 | 0.1% |
| 70.1 | 3 | < 0.1% |
| 70.2 | 6 | |
| 70.3 | 9 | |
| 70.4 | 5 | |
| 70.5 | 10 | |
| 70.6 | 4 | 0.1% |
| 70.7 | 5 | |
| 70.8 | 5 | |
| 70.9 | 8 |
| Value | Count | Frequency (%) |
| 199.9 | 5 | |
| 199.8 | 9 | |
| 199.7 | 2 | < 0.1% |
| 199.6 | 5 | |
| 199.5 | 3 | < 0.1% |
| 199.4 | 2 | < 0.1% |
| 199.3 | 1 | < 0.1% |
| 199.2 | 2 | < 0.1% |
| 199.1 | 7 | |
| 199 | 4 |
GGT
Real number (ℝ)
| Distinct | 901 |
|---|---|
| Distinct (%) | 13.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 55.186572 |
| Minimum | 10 |
|---|---|
| Maximum | 100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 104.4 KiB |
Quantile statistics
| Minimum | 10 |
|---|---|
| 5-th percentile | 14.6 |
| Q1 | 32.4 |
| median | 55.5 |
| Q3 | 77.7 |
| 95-th percentile | 95.4 |
| Maximum | 100 |
| Range | 90 |
| Interquartile range (IQR) | 45.3 |
Descriptive statistics
| Standard deviation | 25.986194 |
|---|---|
| Coefficient of variation (CV) | 0.47087892 |
| Kurtosis | -1.2073629 |
| Mean | 55.186572 |
| Median Absolute Deviation (MAD) | 22.7 |
| Skewness | -0.0090590281 |
| Sum | 368646.3 |
| Variance | 675.28226 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 29.5 | 17 | 0.3% |
| 88.8 | 17 | 0.3% |
| 86.6 | 17 | 0.3% |
| 64.1 | 16 | 0.2% |
| 57.7 | 15 | 0.2% |
| 26.6 | 15 | 0.2% |
| 83.3 | 15 | 0.2% |
| 33.7 | 15 | 0.2% |
| 65.6 | 15 | 0.2% |
| 86.1 | 14 | 0.2% |
| Other values (891) | 6524 |
| Value | Count | Frequency (%) |
| 10 | 3 | < 0.1% |
| 10.1 | 5 | 0.1% |
| 10.2 | 5 | 0.1% |
| 10.3 | 8 | |
| 10.4 | 7 | |
| 10.5 | 9 | |
| 10.6 | 11 | |
| 10.7 | 5 | 0.1% |
| 10.8 | 5 | 0.1% |
| 10.9 | 13 |
| Value | Count | Frequency (%) |
| 100 | 5 | 0.1% |
| 99.9 | 9 | |
| 99.8 | 7 | |
| 99.7 | 1 | < 0.1% |
| 99.6 | 13 | |
| 99.5 | 7 | |
| 99.4 | 6 | |
| 99.3 | 10 | |
| 99.2 | 2 | < 0.1% |
| 99.1 | 2 | < 0.1% |
Serum_Urate
Real number (ℝ)
| Distinct | 51 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.5127695 |
| Minimum | 3 |
|---|---|
| Maximum | 8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 104.4 KiB |
Quantile statistics
| Minimum | 3 |
|---|---|
| 5-th percentile | 3.3 |
| Q1 | 4.2 |
| median | 5.5 |
| Q3 | 6.8 |
| 95-th percentile | 7.8 |
| Maximum | 8 |
| Range | 5 |
| Interquartile range (IQR) | 2.6 |
Descriptive statistics
| Standard deviation | 1.4613881 |
|---|---|
| Coefficient of variation (CV) | 0.26509146 |
| Kurtosis | -1.2235795 |
| Mean | 5.5127695 |
| Median Absolute Deviation (MAD) | 1.3 |
| Skewness | -0.0075323581 |
| Sum | 36825.3 |
| Variance | 2.1356552 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 7.2 | 159 | 2.4% |
| 4.8 | 155 | 2.3% |
| 3.3 | 154 | 2.3% |
| 7.7 | 154 | 2.3% |
| 3.8 | 153 | 2.3% |
| 7 | 153 | 2.3% |
| 7.9 | 150 | 2.2% |
| 7.4 | 146 | 2.2% |
| 5.6 | 146 | 2.2% |
| 3.4 | 146 | 2.2% |
| Other values (41) | 5164 |
| Value | Count | Frequency (%) |
| 3 | 63 | |
| 3.1 | 132 | |
| 3.2 | 138 | |
| 3.3 | 154 | |
| 3.4 | 146 | |
| 3.5 | 132 | |
| 3.6 | 121 | |
| 3.7 | 131 | |
| 3.8 | 153 | |
| 3.9 | 137 |
| Value | Count | Frequency (%) |
| 8 | 67 | |
| 7.9 | 150 | |
| 7.8 | 128 | |
| 7.7 | 154 | |
| 7.6 | 135 | |
| 7.5 | 143 | |
| 7.4 | 146 | |
| 7.3 | 133 | |
| 7.2 | 159 | |
| 7.1 | 113 |
Physical_Activity_Level
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 404.3 KiB |
| High | |
|---|---|
| Low | |
| Moderate |
Length
| Max length | 8 |
|---|---|
| Median length | 4 |
| Mean length | 4.980988 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Moderate |
|---|---|
| 2nd row | Moderate |
| 3rd row | Low |
| 4th row | Low |
| 5th row | Moderate |
Common Values
| Value | Count | Frequency (%) |
| High | 2248 | |
| Low | 2235 | |
| Moderate | 2197 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| high | 2248 | |
| low | 2235 | |
| moderate | 2197 |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 4432 | |
| e | 4394 | |
| H | 2248 | 6.8% |
| i | 2248 | 6.8% |
| g | 2248 | 6.8% |
| h | 2248 | 6.8% |
| L | 2235 | 6.7% |
| w | 2235 | 6.7% |
| M | 2197 | 6.6% |
| d | 2197 | 6.6% |
| Other values (3) | 6591 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 33273 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| o | 4432 | |
| e | 4394 | |
| H | 2248 | 6.8% |
| i | 2248 | 6.8% |
| g | 2248 | 6.8% |
| h | 2248 | 6.8% |
| L | 2235 | 6.7% |
| w | 2235 | 6.7% |
| M | 2197 | 6.6% |
| d | 2197 | 6.6% |
| Other values (3) | 6591 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 33273 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| o | 4432 | |
| e | 4394 | |
| H | 2248 | 6.8% |
| i | 2248 | 6.8% |
| g | 2248 | 6.8% |
| h | 2248 | 6.8% |
| L | 2235 | 6.7% |
| w | 2235 | 6.7% |
| M | 2197 | 6.6% |
| d | 2197 | 6.6% |
| Other values (3) | 6591 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 33273 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| o | 4432 | |
| e | 4394 | |
| H | 2248 | 6.8% |
| i | 2248 | 6.8% |
| g | 2248 | 6.8% |
| h | 2248 | 6.8% |
| L | 2235 | 6.7% |
| w | 2235 | 6.7% |
| M | 2197 | 6.6% |
| d | 2197 | 6.6% |
| Other values (3) | 6591 |
Dietary_Intake_Calories
Real number (ℝ)
| Distinct | 2325 |
|---|---|
| Distinct (%) | 34.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2745.7211 |
| Minimum | 1500 |
|---|---|
| Maximum | 3999 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 104.4 KiB |
Quantile statistics
| Minimum | 1500 |
|---|---|
| 5-th percentile | 1625.9 |
| Q1 | 2129 |
| median | 2729.5 |
| Q3 | 3379 |
| 95-th percentile | 3860 |
| Maximum | 3999 |
| Range | 2499 |
| Interquartile range (IQR) | 1250 |
Descriptive statistics
| Standard deviation | 719.76542 |
|---|---|
| Coefficient of variation (CV) | 0.26214076 |
| Kurtosis | -1.2038878 |
| Mean | 2745.7211 |
| Median Absolute Deviation (MAD) | 625.5 |
| Skewness | 0.013507877 |
| Sum | 18341417 |
| Variance | 518062.26 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1748 | 10 | 0.1% |
| 1996 | 9 | 0.1% |
| 2538 | 9 | 0.1% |
| 2345 | 9 | 0.1% |
| 3490 | 9 | 0.1% |
| 3821 | 9 | 0.1% |
| 3457 | 8 | 0.1% |
| 3791 | 8 | 0.1% |
| 2467 | 8 | 0.1% |
| 2670 | 8 | 0.1% |
| Other values (2315) | 6593 |
| Value | Count | Frequency (%) |
| 1500 | 5 | |
| 1501 | 2 | < 0.1% |
| 1502 | 1 | < 0.1% |
| 1503 | 5 | |
| 1504 | 1 | < 0.1% |
| 1505 | 2 | < 0.1% |
| 1506 | 3 | |
| 1507 | 4 | |
| 1508 | 5 | |
| 1509 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 3999 | 1 | < 0.1% |
| 3998 | 4 | |
| 3997 | 4 | |
| 3996 | 5 | |
| 3995 | 1 | < 0.1% |
| 3994 | 2 | < 0.1% |
| 3993 | 2 | < 0.1% |
| 3992 | 1 | < 0.1% |
| 3991 | 1 | < 0.1% |
| 3990 | 2 | < 0.1% |
Alcohol_Consumption
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 414.3 KiB |
| Moderate | |
|---|---|
| Heavy |
Length
| Max length | 8 |
|---|---|
| Median length | 8 |
| Mean length | 6.5148204 |
| Min length | 5 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Moderate |
|---|---|
| 2nd row | Moderate |
| 3rd row | Heavy |
| 4th row | Moderate |
| 5th row | Heavy |
Common Values
| Value | Count | Frequency (%) |
| Moderate | 3373 | |
| Heavy | 3307 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| moderate | 3373 | |
| heavy | 3307 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 10053 | |
| a | 6680 | |
| M | 3373 | 7.8% |
| o | 3373 | 7.8% |
| d | 3373 | 7.8% |
| r | 3373 | 7.8% |
| t | 3373 | 7.8% |
| H | 3307 | 7.6% |
| v | 3307 | 7.6% |
| y | 3307 | 7.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 43519 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 10053 | |
| a | 6680 | |
| M | 3373 | 7.8% |
| o | 3373 | 7.8% |
| d | 3373 | 7.8% |
| r | 3373 | 7.8% |
| t | 3373 | 7.8% |
| H | 3307 | 7.6% |
| v | 3307 | 7.6% |
| y | 3307 | 7.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 43519 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 10053 | |
| a | 6680 | |
| M | 3373 | 7.8% |
| o | 3373 | 7.8% |
| d | 3373 | 7.8% |
| r | 3373 | 7.8% |
| t | 3373 | 7.8% |
| H | 3307 | 7.6% |
| v | 3307 | 7.6% |
| y | 3307 | 7.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 43519 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 10053 | |
| a | 6680 | |
| M | 3373 | 7.8% |
| o | 3373 | 7.8% |
| d | 3373 | 7.8% |
| r | 3373 | 7.8% |
| t | 3373 | 7.8% |
| H | 3307 | 7.6% |
| v | 3307 | 7.6% |
| y | 3307 | 7.6% |
Smoking_Status
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 411.0 KiB |
| Former | |
|---|---|
| Current | |
| Never |
Length
| Max length | 7 |
|---|---|
| Median length | 6 |
| Mean length | 6.0004491 |
| Min length | 5 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Never |
|---|---|
| 2nd row | Current |
| 3rd row | Former |
| 4th row | Never |
| 5th row | Current |
Common Values
| Value | Count | Frequency (%) |
| Former | 2231 | |
| Current | 2226 | |
| Never | 2223 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| former | 2231 | |
| current | 2226 | |
| never | 2223 |
Most occurring characters
| Value | Count | Frequency (%) |
| r | 11137 | |
| e | 8903 | |
| F | 2231 | 5.6% |
| o | 2231 | 5.6% |
| m | 2231 | 5.6% |
| C | 2226 | 5.6% |
| u | 2226 | 5.6% |
| n | 2226 | 5.6% |
| t | 2226 | 5.6% |
| N | 2223 | 5.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 40083 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| r | 11137 | |
| e | 8903 | |
| F | 2231 | 5.6% |
| o | 2231 | 5.6% |
| m | 2231 | 5.6% |
| C | 2226 | 5.6% |
| u | 2226 | 5.6% |
| n | 2226 | 5.6% |
| t | 2226 | 5.6% |
| N | 2223 | 5.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 40083 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| r | 11137 | |
| e | 8903 | |
| F | 2231 | 5.6% |
| o | 2231 | 5.6% |
| m | 2231 | 5.6% |
| C | 2226 | 5.6% |
| u | 2226 | 5.6% |
| n | 2226 | 5.6% |
| t | 2226 | 5.6% |
| N | 2223 | 5.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 40083 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| r | 11137 | |
| e | 8903 | |
| F | 2231 | 5.6% |
| o | 2231 | 5.6% |
| m | 2231 | 5.6% |
| C | 2226 | 5.6% |
| u | 2226 | 5.6% |
| n | 2226 | 5.6% |
| t | 2226 | 5.6% |
| N | 2223 | 5.5% |
Family_History_of_Diabetes
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 378.4 KiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 3415 | |
| 0 | 3265 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 3415 | |
| 0 | 3265 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 3415 | |
| 0 | 3265 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 6680 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 3415 | |
| 0 | 3265 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 6680 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 3415 | |
| 0 | 3265 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 6680 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 3415 | |
| 0 | 3265 |
Previous_Gestational_Diabetes
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 58.8 KiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 3442 | |
| 0 | 3238 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 3442 | |
| 0 | 3238 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 3442 | |
| 0 | 3238 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 6680 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 3442 | |
| 0 | 3238 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 6680 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 3442 | |
| 0 | 3238 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 6680 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 3442 | |
| 0 | 3238 |
Interactions
Correlations
| Age | Alcohol_Consumption | BMI | Blood_Pressure_Diastolic | Blood_Pressure_Systolic | Cholesterol_HDL | Cholesterol_LDL | Cholesterol_Total | Dietary_Intake_Calories | Ethnicity | Family_History_of_Diabetes | Fasting_Blood_Glucose | GGT | HbA1c | Physical_Activity_Level | Previous_Gestational_Diabetes | Serum_Urate | Sex | Smoking_Status | Waist_Circumference | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Age | 1.000 | 0.017 | -0.002 | 0.016 | 0.005 | -0.004 | 0.008 | 0.004 | -0.008 | 0.025 | 0.000 | 0.013 | 0.009 | -0.002 | 0.014 | 0.000 | -0.002 | 0.008 | 0.000 | 0.013 |
| Alcohol_Consumption | 0.017 | 1.000 | 0.000 | 0.041 | 0.020 | 0.000 | 0.006 | 0.000 | 0.000 | 0.019 | 0.018 | 0.000 | 0.018 | 0.000 | 0.000 | 0.000 | 0.012 | 0.000 | 0.000 | 0.000 |
| BMI | -0.002 | 0.000 | 1.000 | -0.013 | -0.001 | 0.017 | 0.004 | 0.007 | 0.012 | 0.019 | 0.000 | -0.021 | 0.009 | -0.002 | 0.028 | 0.000 | 0.001 | 0.000 | 0.000 | -0.015 |
| Blood_Pressure_Diastolic | 0.016 | 0.041 | -0.013 | 1.000 | 0.003 | 0.004 | -0.020 | 0.010 | -0.011 | 0.000 | 0.017 | 0.005 | -0.017 | 0.001 | 0.018 | 0.000 | 0.007 | 0.000 | 0.027 | -0.020 |
| Blood_Pressure_Systolic | 0.005 | 0.020 | -0.001 | 0.003 | 1.000 | 0.008 | -0.005 | -0.001 | 0.011 | 0.000 | 0.010 | -0.002 | 0.013 | -0.008 | 0.000 | 0.000 | -0.008 | 0.000 | 0.000 | -0.007 |
| Cholesterol_HDL | -0.004 | 0.000 | 0.017 | 0.004 | 0.008 | 1.000 | 0.016 | -0.030 | -0.006 | 0.000 | 0.000 | -0.003 | -0.012 | -0.003 | 0.003 | 0.000 | -0.007 | 0.016 | 0.025 | 0.011 |
| Cholesterol_LDL | 0.008 | 0.006 | 0.004 | -0.020 | -0.005 | 0.016 | 1.000 | -0.016 | -0.017 | 0.020 | 0.000 | 0.018 | -0.007 | 0.007 | 0.000 | 0.000 | 0.028 | 0.000 | 0.028 | -0.013 |
| Cholesterol_Total | 0.004 | 0.000 | 0.007 | 0.010 | -0.001 | -0.030 | -0.016 | 1.000 | 0.014 | 0.000 | 0.000 | -0.008 | 0.019 | -0.003 | 0.000 | 0.024 | -0.006 | 0.000 | 0.026 | -0.004 |
| Dietary_Intake_Calories | -0.008 | 0.000 | 0.012 | -0.011 | 0.011 | -0.006 | -0.017 | 0.014 | 1.000 | 0.000 | 0.000 | -0.021 | -0.000 | 0.012 | 0.000 | 0.000 | 0.002 | 0.027 | 0.000 | 0.007 |
| Ethnicity | 0.025 | 0.019 | 0.019 | 0.000 | 0.000 | 0.000 | 0.020 | 0.000 | 0.000 | 1.000 | 0.000 | 0.009 | 0.000 | 0.000 | 0.000 | 0.032 | 0.000 | 0.020 | 0.024 | 0.020 |
| Family_History_of_Diabetes | 0.000 | 0.018 | 0.000 | 0.017 | 0.010 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.024 | 0.022 | 0.000 | 0.000 | 0.000 | 0.038 | 0.016 | 0.000 | 0.011 |
| Fasting_Blood_Glucose | 0.013 | 0.000 | -0.021 | 0.005 | -0.002 | -0.003 | 0.018 | -0.008 | -0.021 | 0.009 | 0.024 | 1.000 | -0.002 | -0.020 | 0.000 | 0.007 | 0.004 | 0.000 | 0.000 | 0.006 |
| GGT | 0.009 | 0.018 | 0.009 | -0.017 | 0.013 | -0.012 | -0.007 | 0.019 | -0.000 | 0.000 | 0.022 | -0.002 | 1.000 | -0.006 | 0.000 | 0.000 | -0.001 | 0.000 | 0.000 | 0.016 |
| HbA1c | -0.002 | 0.000 | -0.002 | 0.001 | -0.008 | -0.003 | 0.007 | -0.003 | 0.012 | 0.000 | 0.000 | -0.020 | -0.006 | 1.000 | 0.000 | 0.000 | -0.006 | 0.013 | 0.000 | -0.007 |
| Physical_Activity_Level | 0.014 | 0.000 | 0.028 | 0.018 | 0.000 | 0.003 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| Previous_Gestational_Diabetes | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.024 | 0.000 | 0.032 | 0.000 | 0.007 | 0.000 | 0.000 | 0.000 | 1.000 | 0.015 | 0.000 | 0.021 | 0.000 |
| Serum_Urate | -0.002 | 0.012 | 0.001 | 0.007 | -0.008 | -0.007 | 0.028 | -0.006 | 0.002 | 0.000 | 0.038 | 0.004 | -0.001 | -0.006 | 0.000 | 0.015 | 1.000 | 0.000 | 0.000 | -0.008 |
| Sex | 0.008 | 0.000 | 0.000 | 0.000 | 0.000 | 0.016 | 0.000 | 0.000 | 0.027 | 0.020 | 0.016 | 0.000 | 0.000 | 0.013 | 0.000 | 0.000 | 0.000 | 1.000 | 0.032 | 0.035 |
| Smoking_Status | 0.000 | 0.000 | 0.000 | 0.027 | 0.000 | 0.025 | 0.028 | 0.026 | 0.000 | 0.024 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.021 | 0.000 | 0.032 | 1.000 | 0.031 |
| Waist_Circumference | 0.013 | 0.000 | -0.015 | -0.020 | -0.007 | 0.011 | -0.013 | -0.004 | 0.007 | 0.020 | 0.011 | 0.006 | 0.016 | -0.007 | 0.000 | 0.000 | -0.008 | 0.035 | 0.031 | 1.000 |
Missing values
Sample
| Age | Sex | Ethnicity | BMI | Waist_Circumference | Fasting_Blood_Glucose | HbA1c | Blood_Pressure_Systolic | Blood_Pressure_Diastolic | Cholesterol_Total | Cholesterol_HDL | Cholesterol_LDL | GGT | Serum_Urate | Physical_Activity_Level | Dietary_Intake_Calories | Alcohol_Consumption | Smoking_Status | Family_History_of_Diabetes | Previous_Gestational_Diabetes | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 58 | Female | White | 35.8 | 83.4 | 123.9 | 10.9 | 152 | 114 | 197.8 | 50.2 | 99.2 | 37.5 | 7.2 | Moderate | 1538 | Moderate | Never | 0 | 1 |
| 1 | 48 | Male | Asian | 24.1 | 71.4 | 183.7 | 12.8 | 103 | 91 | 261.6 | 62.0 | 146.4 | 88.5 | 6.1 | Moderate | 2653 | Moderate | Current | 0 | 1 |
| 2 | 34 | Female | Black | 25.0 | 113.8 | 142.0 | 14.5 | 179 | 104 | 261.0 | 32.1 | 164.1 | 56.2 | 6.9 | Low | 1684 | Heavy | Former | 1 | 0 |
| 3 | 62 | Male | Asian | 32.7 | 100.4 | 167.4 | 8.8 | 176 | 118 | 183.4 | 41.1 | 84.0 | 34.4 | 5.4 | Low | 3796 | Moderate | Never | 1 | 0 |
| 4 | 27 | Female | Asian | 33.5 | 110.8 | 146.4 | 7.1 | 122 | 97 | 203.2 | 53.9 | 92.8 | 81.9 | 7.4 | Moderate | 3161 | Heavy | Current | 0 | 0 |
| 6 | 58 | Male | Black | 33.2 | 100.0 | 97.7 | 13.3 | 131 | 80 | 199.8 | 77.9 | 73.4 | 52.1 | 4.7 | High | 3107 | Moderate | Never | 0 | 0 |
| 7 | 38 | Female | Hispanic | 26.9 | 105.0 | 80.2 | 10.9 | 121 | 83 | 154.0 | 69.7 | 122.2 | 72.0 | 5.6 | Moderate | 2390 | Heavy | Current | 0 | 1 |
| 9 | 30 | Male | White | 24.0 | 74.6 | 72.0 | 14.0 | 146 | 83 | 250.0 | 53.3 | 170.7 | 14.5 | 6.9 | High | 2230 | Moderate | Former | 1 | 0 |
| 10 | 30 | Male | Black | 21.9 | 86.5 | 124.8 | 6.0 | 104 | 111 | 295.4 | 53.7 | 182.3 | 88.8 | 3.8 | Low | 2836 | Heavy | Current | 1 | 0 |
| 11 | 43 | Female | Hispanic | 33.4 | 105.5 | 93.2 | 4.5 | 139 | 69 | 283.8 | 70.3 | 102.1 | 35.8 | 8.0 | Low | 2166 | Moderate | Current | 1 | 1 |
| Age | Sex | Ethnicity | BMI | Waist_Circumference | Fasting_Blood_Glucose | HbA1c | Blood_Pressure_Systolic | Blood_Pressure_Diastolic | Cholesterol_Total | Cholesterol_HDL | Cholesterol_LDL | GGT | Serum_Urate | Physical_Activity_Level | Dietary_Intake_Calories | Alcohol_Consumption | Smoking_Status | Family_History_of_Diabetes | Previous_Gestational_Diabetes | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 9987 | 53 | Female | Black | 35.7 | 92.0 | 195.1 | 13.6 | 158 | 72 | 293.7 | 74.1 | 100.2 | 16.3 | 3.2 | High | 3039 | Moderate | Never | 1 | 0 |
| 9988 | 57 | Male | White | 24.4 | 119.0 | 71.0 | 5.8 | 157 | 64 | 183.2 | 31.3 | 138.2 | 73.4 | 6.3 | High | 2508 | Moderate | Current | 0 | 0 |
| 9989 | 24 | Male | Asian | 24.0 | 103.0 | 160.0 | 4.3 | 139 | 74 | 280.8 | 78.8 | 183.7 | 78.6 | 7.2 | Moderate | 2392 | Moderate | Former | 1 | 0 |
| 9991 | 35 | Male | Asian | 31.7 | 77.3 | 187.3 | 7.6 | 100 | 119 | 155.9 | 30.8 | 132.0 | 67.4 | 7.8 | High | 1706 | Heavy | Former | 0 | 1 |
| 9992 | 27 | Female | White | 36.0 | 118.2 | 119.5 | 14.2 | 157 | 61 | 244.8 | 55.4 | 110.8 | 43.6 | 6.5 | High | 2708 | Moderate | Current | 0 | 1 |
| 9993 | 44 | Male | Asian | 28.2 | 70.7 | 137.4 | 4.0 | 176 | 65 | 262.4 | 63.3 | 97.4 | 60.8 | 4.6 | High | 3211 | Moderate | Never | 1 | 0 |
| 9994 | 51 | Male | Hispanic | 26.7 | 104.1 | 166.5 | 12.8 | 156 | 95 | 293.1 | 47.6 | 95.3 | 70.7 | 4.3 | Moderate | 2517 | Heavy | Former | 1 | 0 |
| 9997 | 50 | Female | Asian | 29.0 | 106.3 | 97.5 | 4.9 | 122 | 61 | 266.0 | 69.8 | 156.1 | 85.8 | 4.9 | High | 3175 | Heavy | Former | 1 | 1 |
| 9998 | 62 | Female | White | 27.3 | 119.9 | 89.0 | 11.5 | 99 | 115 | 172.3 | 74.2 | 110.9 | 25.3 | 5.2 | High | 3478 | Moderate | Never | 1 | 0 |
| 9999 | 29 | Male | Black | 20.6 | 102.0 | 70.8 | 14.5 | 156 | 64 | 277.9 | 38.0 | 108.1 | 68.5 | 6.0 | Low | 2918 | Heavy | Former | 1 | 0 |